Triple

T10489477
Position Surface form Disambiguated ID Type / Status
Subject Runga people E247376 entity
Predicate ethnolinguisticGroup P3349 FINISHED
Object Maban peoples
The Maban peoples are a group of closely related ethnic communities in eastern Chad and western Sudan who share Maban languages and cultural traditions.
E992218 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Maban peoples | Statement: [Runga people, ethnolinguisticGroup, Maban peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maban peoples
Context triple: [Runga people, ethnolinguisticGroup, Maban peoples]
  • A. Tani peoples
    The Tani peoples are a group of indigenous communities of Arunachal Pradesh and surrounding regions in Northeast India, known for their shared Tibeto-Burman linguistic heritage and distinct cultural traditions.
  • B. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • C. Maiwa people
    The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
  • D. Nambya people
    The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • E. Cuoi people
    The Cuoi people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language and traditional highland culture.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Maban peoples
Triple: [Runga people, ethnolinguisticGroup, Maban peoples]
Generated description
The Maban peoples are a group of closely related ethnic communities in eastern Chad and western Sudan who share Maban languages and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maban peoples
Target entity description: The Maban peoples are a group of closely related ethnic communities in eastern Chad and western Sudan who share Maban languages and cultural traditions.
  • A. Tani peoples
    The Tani peoples are a group of indigenous communities of Arunachal Pradesh and surrounding regions in Northeast India, known for their shared Tibeto-Burman linguistic heritage and distinct cultural traditions.
  • B. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • C. Maiwa people
    The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
  • D. Nambya people
    The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • E. Cuoi people
    The Cuoi people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language and traditional highland culture.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097ca5c081908b47a08ca7885650 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65e9136bc8190b35685376da7007e completed May 2, 2026, 8:29 p.m.
NEDg Description generation batch_69f660bc541c8190a4d1d7a4cc959ecf completed May 2, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69f6617997188190bfce14c54619af7f completed May 2, 2026, 8:41 p.m.
Created at: April 6, 2026, 12:23 p.m.